{"id":"https://openalex.org/W7204200560","doi":"https://doi.org/10.1061/jmenea.meeng-7666","title":"Accounting for Emergent Behavior in Built Environment Planning and Decision-Making","display_name":"Accounting for Emergent Behavior in Built Environment Planning and Decision-Making","publication_year":2026,"publication_date":"2026-08-25","ids":{"openalex":"https://openalex.org/W7204200560","doi":"https://doi.org/10.1061/jmenea.meeng-7666"},"language":"en","primary_location":{"id":"doi:10.1061/jmenea.meeng-7666","doi":"https://doi.org/10.1061/jmenea.meeng-7666","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jmenea.meeng-7666","pdf_url":null,"source":{"id":"https://openalex.org/S144495243","display_name":"Journal of Management in Engineering","issn_l":"0742-597X","issn":["0742-597X","1943-5479","9742-597X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","cwts-core","jufo-1","norway-2"],"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management in Engineering","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012346859","display_name":"Hiba Jalloul","orcid":"https://orcid.org/0000-0001-7814-7406","observed_orcids":["https://orcid.org/0000-0001-7814-7406"]},"institutions":[{"id":"https://openalex.org/I1323276237","display_name":"Florida A&M University - Florida State University College of Engineering","ror":"https://ror.org/01v4tq883","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165","https://openalex.org/I1323276237","https://openalex.org/I8248082"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hiba Jalloul","raw_affiliation_strings":["Florida A&M Univ.-Florida State Univ. College of Engineering","Pyrovio"],"raw_orcid":"https://orcid.org/0000-0001-7814-7406","affiliations":[{"raw_affiliation_string":"Florida A&M Univ.-Florida State Univ. College of Engineering","institution_ids":["https://openalex.org/I1323276237"]},{"raw_affiliation_string":"Pyrovio","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040230874","display_name":"Juyeong Choi","orcid":"https://orcid.org/0000-0002-7136-0500","observed_orcids":["https://orcid.org/0000-0002-7136-0500"]},"institutions":[{"id":"https://openalex.org/I8248082","display_name":"Florida Agricultural and Mechanical University","ror":"https://ror.org/00c4wc133","country_code":"US","type":"education","lineage":["https://openalex.org/I8248082"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juyeong Choi","raw_affiliation_strings":["Florida A&M Univ.-Florida State Univ"],"raw_orcid":"https://orcid.org/0000-0002-7136-0500","affiliations":[{"raw_affiliation_string":"Florida A&M Univ.-Florida State Univ","institution_ids":["https://openalex.org/I8248082"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65742789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"42","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.039900001138448715,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.00559999980032444,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/emergent-behavior","display_name":"emergent behavior","score":1.0},{"id":"https://openalex.org/keywords/built-environment-planning","display_name":"built environment planning","score":0.9169999957084656},{"id":"https://openalex.org/keywords/construction-planning","display_name":"construction planning","score":0.7559999823570251},{"id":"https://openalex.org/keywords/infrastructure-management","display_name":"infrastructure management","score":0.8769999742507935},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"systems engineering","score":0.7239999771118164},{"id":"https://openalex.org/keywords/excavators","display_name":"excavators","score":0.7509999871253967},{"id":"https://openalex.org/keywords/demolition","display_name":"demolition","score":0.4699999988079071},{"id":"https://openalex.org/keywords/spatial-interaction","display_name":"spatial interaction","score":0.7789999842643738},{"id":"https://openalex.org/keywords/construction-productivity","display_name":"construction productivity","score":0.6449999809265137},{"id":"https://openalex.org/keywords/planning-decision-making","display_name":"planning decision-making","score":0.6700000166893005}],"concepts":[{"id":"https://openalex.org/C148803439","wikidata":"https://www.wikidata.org/wiki/Q4986688","display_name":"Built environment","level":2,"score":0.6316999793052673},{"id":"https://openalex.org/C2781469121","wikidata":"https://www.wikidata.org/wiki/Q331483","display_name":"Demolition","level":2,"score":0.5637999773025513},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5200999975204468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5094000101089478},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4433000087738037},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4016999900341034},{"id":"https://openalex.org/C141392084","wikidata":"https://www.wikidata.org/wiki/Q182661","display_name":"Excavator","level":2,"score":0.4011000096797943},{"id":"https://openalex.org/C66862320","wikidata":"https://www.wikidata.org/wiki/Q842017","display_name":"Building information modeling","level":3,"score":0.37720000743865967},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3610999882221222},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.35749998688697815},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.33899998664855957},{"id":"https://openalex.org/C117110933","wikidata":"https://www.wikidata.org/wiki/Q811501","display_name":"Construction management","level":2,"score":0.3357999920845032},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33340001106262207},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.321399986743927},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.3206999897956848},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.31520000100135803},{"id":"https://openalex.org/C107053488","wikidata":"https://www.wikidata.org/wiki/Q2674423","display_name":"Construction engineering","level":1,"score":0.274399995803833},{"id":"https://openalex.org/C2776544517","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Unexpected events","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/jmenea.meeng-7666","doi":"https://doi.org/10.1061/jmenea.meeng-7666","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jmenea.meeng-7666","pdf_url":null,"source":{"id":"https://openalex.org/S144495243","display_name":"Journal of Management in Engineering","issn_l":"0742-597X","issn":["0742-597X","1943-5479","9742-597X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","cwts-core","jufo-1","norway-2"],"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7646999955177307,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"},{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"sustainable_development_goals_aurora":[{"score":0.5866986513137817,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":89,"referenced_works":["https://openalex.org/W169183926","https://openalex.org/W430406735","https://openalex.org/W1576774795","https://openalex.org/W1963551288","https://openalex.org/W1965186013","https://openalex.org/W1965419873","https://openalex.org/W1966876972","https://openalex.org/W1967133919","https://openalex.org/W1998665553","https://openalex.org/W2005785098","https://openalex.org/W2019833972","https://openalex.org/W2022863556","https://openalex.org/W2032979363","https://openalex.org/W2035154663","https://openalex.org/W2041746989","https://openalex.org/W2041863618","https://openalex.org/W2046975733","https://openalex.org/W2049463325","https://openalex.org/W2062530728","https://openalex.org/W2078375610","https://openalex.org/W2084693462","https://openalex.org/W2087309216","https://openalex.org/W2087860247","https://openalex.org/W2090573532","https://openalex.org/W2102244858","https://openalex.org/W2102993795","https://openalex.org/W2103948957","https://openalex.org/W2113188272","https://openalex.org/W2126800919","https://openalex.org/W2127452959","https://openalex.org/W2131005726","https://openalex.org/W2138015110","https://openalex.org/W2142145098","https://openalex.org/W2143902672","https://openalex.org/W2148309862","https://openalex.org/W2153538747","https://openalex.org/W2489414415","https://openalex.org/W2508494839","https://openalex.org/W2518003110","https://openalex.org/W2542751016","https://openalex.org/W2608665030","https://openalex.org/W2730123083","https://openalex.org/W2746975838","https://openalex.org/W2882541123","https://openalex.org/W2886281704","https://openalex.org/W2895881347","https://openalex.org/W2900939611","https://openalex.org/W2921654564","https://openalex.org/W2990263297","https://openalex.org/W2994999390","https://openalex.org/W2998807754","https://openalex.org/W3001113423","https://openalex.org/W3006320450","https://openalex.org/W3007147252","https://openalex.org/W3022284890","https://openalex.org/W3024610273","https://openalex.org/W3025365122","https://openalex.org/W3039501201","https://openalex.org/W3092039791","https://openalex.org/W3112809593","https://openalex.org/W3122919757","https://openalex.org/W3138035122","https://openalex.org/W3139556383","https://openalex.org/W3142430545","https://openalex.org/W3154520847","https://openalex.org/W3168081004","https://openalex.org/W3179405440","https://openalex.org/W3183744331","https://openalex.org/W3184696541","https://openalex.org/W4205588941","https://openalex.org/W4205795783","https://openalex.org/W4220848155","https://openalex.org/W4221048678","https://openalex.org/W4225091453","https://openalex.org/W4231590641","https://openalex.org/W4237725472","https://openalex.org/W4242650087","https://openalex.org/W4244230525","https://openalex.org/W4248636106","https://openalex.org/W4292708737","https://openalex.org/W4320524423","https://openalex.org/W4367059122","https://openalex.org/W4391431420","https://openalex.org/W4392897005","https://openalex.org/W4392915553","https://openalex.org/W4402602456","https://openalex.org/W4407573177","https://openalex.org/W4412404064","https://openalex.org/W7124145873"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"The":[1,176,202],"built":[2,54,107],"environment":[3,55,108],"increasingly":[4],"involves":[5],"tightly":[6],"coupled":[7],"physical,":[8],"spatial,":[9],"logical,":[10],"and":[11,30,33,40,72,82,85,125,140,149,190,222],"cyber":[12],"interactions":[13,187],"that":[14],"can":[15,208],"generate":[16],"unexpected":[17],"emergent":[18,43,103,152,181,206],"behaviors":[19,25],"beyond":[20],"original":[21],"system":[22],"designs.":[23],"These":[24],"introduce":[26],"uncertainty":[27],"into":[28,211],"construction":[29,81],"infrastructure":[31,83],"planning":[32,169,212],"management,":[34],"often":[35],"negatively":[36],"affecting":[37],"productivity,":[38],"safety,":[39],"resilience.":[41],"Although":[42],"behavior":[44,104,207],"is":[45,109,142,160],"well-established":[46],"in":[47,53,105],"systems":[48,90],"engineering,":[49],"its":[50],"systematic":[51,147],"consideration":[52],"research":[56,92],"remains":[57],"limited,":[58],"with":[59],"existing":[60],"studies":[61,87],"relying":[62],"on":[63,93,96,116,131,166],"ad":[64],"hoc,":[65],"reactive":[66],"approaches":[67],"rather":[68],"than":[69],"proactive":[70],"modeling":[71],"analysis.":[73],"This":[74],"study":[75,165,178],"conducts":[76],"a":[77,99,134,163],"literature":[78],"review":[79],"of":[80,102,119,123,127,151],"engineering":[84,91],"management":[86],"alongside":[88],"foundational":[89],"emergence.":[94],"Based":[95],"this":[97,132],"synthesis,":[98],"formal":[100],"taxonomy":[101],"the":[106,117,146,158],"developed,":[110],"identifying":[111],"four":[112],"distinctive":[113],"types":[114],"based":[115],"nature":[118],"underlying":[120],"interactions,":[121],"level":[122],"complexity,":[124],"boundaries":[126],"information":[128],"available.":[129],"Building":[130],"taxonomy,":[133],"three-step":[135],"framework":[136,159],"(i.e.,":[137],"classification,":[138],"operationalization,":[139],"implementation)":[141],"proposed":[143],"to":[144,162,214],"guide":[145],"identification":[148],"analysis":[150],"behaviors.":[153],"To":[154],"demonstrate":[155],"practical":[156],"relevance,":[157],"applied":[161],"case":[164,177],"heavy":[167],"equipment":[168],"for":[170],"debris":[171],"sorting":[172],"during":[173],"demolition":[174,226],"operations.":[175],"empirically":[179],"identified":[180],"productivity":[182],"patterns":[183],"arising":[184],"from":[185],"spatial":[186],"among":[188],"excavators":[189],"quantifies":[191],"their":[192],"impacts":[193],"across":[194],"different":[195],"operational":[196,220],"stages":[197],"using":[198],"real-world,":[199],"lab-scale":[200],"simulation.":[201],"findings":[203],"illustrate":[204],"how":[205],"be":[209],"incorporated":[210],"decisions":[213],"optimize":[215],"excavator":[216],"configurations,":[217],"thereby":[218],"enhancing":[219],"efficiency":[221],"supporting":[223],"more":[224],"sustainable":[225],"practices.":[227]},"counts_by_year":[],"updated_date":"2026-09-25T08:18:29.962427","created_date":"2026-08-26T00:00:00"}
